Groupon, Inc.

Amazon Technologies, Inc.

Bytedance Inc.

Feras Karablieh

Gaston L'Huillier

Francisco Jose Larrain

Dor Levi

Amit Koren

Hernan Enrique Arroyo Garcia

Daniel Langdon

Bhupesh Bansal

Srinivasa Raghavan Vedanarayanan

Jonathan Esterhazy

Shawn Ryan Jeffery

Juzheng Li

Daniel M Roarty

Matthew Joseph Hanson

Zachary Finley

Eric Lefkofsky

David William Kunst

William Alexander Strand

Xiaohu Liu

Soumya Sanyal

Vanessa Y Sun

Ajay M Desai

Shawn Ryan Jeffrey

Aaron D Son

Eric Docktor

Embodiments provide a computer-executable method, computer system and non-transitory computer-readable medium for programmatically analyzing a consumer review. The method includes programmatically accessing, via a network device, one or more consumer reviews for a commercial entity or a commercial object. The method also includes executing a consumer review processing engine to programmatically identify an attribute descriptor in the one or more consumer reviews, and executing the consumer review processing engine to programmatically generate a sentiment score associated with the one or more consumer reviews. The method further includes storing, on a non-transitory computer-readable storage device, the attribute descriptor and the sentiment score in association with the commercial entity or the commercial object.

Method and system for programmatic analysis of consumer reviews

Systems, apparatus, and methods for effectively allowing consumers to request promotions from a merchant are discussed herein. Some embodiments may provide for a networked device, apparatus, or server configured to: in response to determining that a merchant device is not associated with at least one available promotion, determine, via a processor, a promotion request threshold value indicating a required number of promotion requests for generating a promotion associated with the merchant device; receive a plurality of promotion requests from a plurality of consumer devices via the network; calculate, via the processor, a promotion request count associated with the plurality of promotion requests; and in response to determining that the promotion request count satisfies the promotion request threshold value, generate a promotion offer request indicating a request to generate the promotion.

Apparatus, method, and computer program product for generating promotion request data

Embodiments provide a computer-executable method, computer system and non-transitory computer-readable medium for programmatically processing text information to generate attribute descriptors contained therein. The method includes programmatically accessing, via a network device, a textual unit, the textual unit associated with a commercial entity or a commercial object. The method also includes executing a text processing engine to programmatically generate an attribute descriptor from the textual unit. The method further includes storing, on a non-transitory computer-readable storage device, the attribute descriptor in association with identification of the commercial entity or the commercial object.

System and method for programmatic generation of attribute descriptors

Systems, apparatus, and methods for providing prepurchase promotions to consumers are discussed herein. A prepurchase promotion may refer to preliminary promotional mechanism that may be accepted but is not an actual (e.g., redeemable) promotion until subsequent to merchant approval of one or more promotion parameters. Some embodiments may provide for an apparatus including circuitry configured to: provide a prepurchase impression of a prepurchase promotion to a consumer device, wherein the prepurchase promotion is associated with one or more promotion parameters including a promotional value; receive bid data from the consumer device indicating a consumer-defined accepted value and consumer acceptance of the one or more promotion parameters at the consumer-defined accepted value; and generate a request to offer a promotion including the one or more promotion parameters at the consumer-defined accepted value for transmission to a merchant associated with the prepurchase promotion.

Systems, apparatus, and methods of providing prepurchase promotions

Systems, apparatus, and methods for effectively allowing consumers to request promotions from a merchant are discussed herein. Some embodiments may provide for a networked device, apparatus, or server configured to: receive promotion request data from a consumer device indicating that a consumer is interested in purchasing a promotion associated with a merchant; determine a promotion request threshold value; in response to receiving the promotion request, increment a promotion request count, wherein the promotion request count indicates a number of consumers that have provided the promotion request associated with the merchant; determine whether the promotion request count exceeds the promotion request threshold value; and in response to determining that the promotion request count exceeds the promotion request threshold value, generate a request to offer a promotion for transmission to the merchant. Some embodiments may additionally provide for techniques for determining parameters of a promotions or prepurchase promotion.

Systems, apparatus, and methods of providing promotions based on consumer request

Multiple versions of a service can be supported by taking advantage of the fact that version information can be included in any received request. Multiple templates may be stored, with each template being associated with a particular version of the service. There may also be multiple templates associated with each version of a service for various response types. Using the version information, an appropriate template can be determined up front to be used for the response. An instance of the template can be filled in using appropriate data sources, as may be specified using metadata in the template itself. Once the instance of the template is filled, the response can be finalized and sent.

Version-specific request processing

A request for a webpage or a service of a website server is sent from a user computing device to a proxy website server. The proxy website server can receive information from a website server indicative of a usage level of the website server. The proxy website server can determine whether to send the request to the website server based on usage of the website server compared to a capacity threshold. The proxy website server can send a response to the user computing device which includes either the requested webpage or service from the website server or an error message.

Managing requests of website servers

Multiple versions of a service can be supported by taking advantage of the fact that version information can be included in any received request. Using the version information, an appropriate template can be determined up front to be used for the response. In instance of the template can be filled in using appropriate data sources, as may be specified using metadata in the template itself. Information can be processed in parallel, respecting any data dependencies specified by the template metadata. Once the instance of the template is filled, the response can be finalized and sent to the source of the request.

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Issaquah, WA, United States of America

Feras Karablieh